The broad aims of this study are to gain insight into employees'on-the-job learning activities to help them improve their on-the-job learning. The authors define on-the-job learning styles and operationalize the concept to include both mental and overt learning styles and both interpersonal and intrapersonal learning styles. Organizations and employees can benefit from an awareness of employees'on-the-job learning styles, by developing an adaptive flexibility in the use of on-the-job learning strategies.
Allinson, C. W., & Hayes, J. (1996). The Cognitive Style Index: A measure of intuition-analysis for organizational research. Journal of Management Studies, 33, 119-135.
2.
Apter, M. J. (2001). Motivational styles in everyday life: Aguide to reversal theory. Washington, DC: American Psychological Association.
3.
Argyris, C.,& Schön, D. A. (1996). Organizational learning II: Theory, method and practice. Reading, MA: Addison-Wesley.
4.
Baars-van Moorsel, M. (2003). Leerklimaat: De culturele dimensie van leren in organisaties [Learning climate: The cultural dimension of learning in organizations] (Doctoral dissertation, Tilburg University). Delft, The Netherlands: Eburon.
5.
Baldwin, T. T.,& Ford, J. K. (1988). Transfer of training: Areviewand directions for future research. Personnel Psychology, 41, 63-105.
6.
Barker, T.,& Barker, J. (2001). Howa multimedia application can be configured to support individuals based on Riding's wholist/analytic cognitive style dimension. In M. Graff, S. Armstrong, A. Francis, J. Hill, S. Rayner, E. Sadler-Smith, & D. Spicer (Eds.), Proceedings of the 6th annual ELSIN conference 2001(pp. 32-42). Glamorgan, UK: University of Glamorgan.
7.
Barrie, J.,& Pace, R. W. (1998). Learning for organizational effectiveness: Philosophy of education and human resource development. Human Resource Development Quarterly, 9, 39-54.
8.
Beckett, D., & Hager, P. (2002). Life, work and learning: Practice in postmodernity. London, UK: Routledge.
9.
Berings, M. G. M. C.,& Doornbos, A. J. (2003). Exploring instruments mappingworkplace learning processes. In Proceedings book VI: Theme 8: Learning and learners at work. Work and lifelong learning in different contexts. Proceedings of the 3rd international conference of Researching Work and Learning(pp. 48-58). Tampere, Finland: University of Tampere.
10.
Berings, M. G. M. C.,& Poell, R. F. (2002). Measuring on-the-job learning styles: Acritique of three widely used questionnaires. In S. Armstrong, A. Francis, M. Graff, J. Hill, S. Rayner, E. Sadler Smith, et al. (Eds.), Proceedings of the 7th annual ELSIN conference 2002(pp. 53-60). Ghent, Belgium: Ghent University.
11.
Berry, D. C., & Dienes, Z. (1993). Implicit learning: Theoretical and empirical issues. Hove, UK: Lawrence Erlbaum Associates.
12.
Beutell, N. J., & Kressel, S. S. (1984). An investigation of Kolb's Learning Styles Inventory: Social desirability and normative scoring. Psychological Reports, 55, 89-90.
13.
Boekaerts, M. (1996). Personality and the psychology of learning. European Journal of Personality, 10, 377-404.
14.
Bolhuis, S.,& Simons, P. R. J. (1999). Leren en werken [Learning and working]. Deventer, The Netherlands: Kluwer.
15.
Boyatzis, R. E.,& Kolb, D. A. (1993). Adaptive Style Inventory: Self scored inventory and interpretation booklet. Boston: Hay/McBer, Training Resources Group.
16.
Briggs Myers, I. (1962). Introduction to type: A description of the theory and applications of the Myers-Briggs Type Indicator(4th ed.). Palo Alto, CA: Consulting Psychologists Press.
17.
Brown, J. S., & Duguid, P. (2000). The social life of information. Boston: Harvard Business School Press.
18.
Busato, V. V. (1998). Leerstijlen nader geanalyseerd [Learning styles further analyzed]. Amsterdam, The Netherlands: Universiteit van Amsterdam.
19.
Cashdan, A.,& Lee, V. (1977). Leerstijlen [Learning styles]. Groningen, The Netherlands: Wolters-Noordhoff.
20.
Cassidy, S. (2004). Learning styles: An overview of theories, models and measures. Educational Psychology, 24, 419-444.
21.
Chalofsky, N. (1996). Anewparadigm for learning in organizations. Human Resource Development Quarterly, 7, 287-293.
22.
Claxton, C. S., & Murrell, P. H. (1987). Learning styles: Implications for improving educational practices(ASHE-ERIC Higher Education Report No. 4). Washington, DC: Association for the Study of Higher Education.
23.
Coffield, F., Mosely, D., Hall, E.,& Ecclestone, K. (2004). Learning styles and pedagogy in post-16 learning. London, UK: Learning and Skills Research Centre.
24.
Cohen, R. A. (1967). Primary group structure, conceptual styles and school achievement. Unpublished doctoral dissertation, University of Pittsburgh, Pennsylvania.
25.
Cortese, C. G. (2005). Learning through teaching. Management Learning, 36, 87-115.
26.
Cronbach, L. J., & Snow, R. E. (1977). Aptitudes and instructional methods. New York: Wiley.
27.
Curry, L. (1983). An organization of learning style theory and constructs. In L. Curry (Ed.), Learning style in continuing medical education(pp. 115-131). Halifax, Canada: Dalhousie University.
28.
Curry, L. (1991). Patterns of learning styles across selected medical specialities. Educational Psychology, 11, 247-277.
29.
Desmedt, E.,& Valcke, M. (2003). Learning style awareness: Why would it work? In S. Armstrong, M. Graff, C. Lashley, E. Peterson, S. Raynor, E. Sadler-Smith, M. Schiering,& D. Spicer (Eds.), Bridging theory and practice. Proceedings of the 8th annual ELSIN conference 2003(pp. 139-150). Hull, UK: University of Hull.
30.
Doornbos, A. J., Bolhuis, S.,& Simons, P. R. J. (2004). Modelingwork-related learning on the basis of intentionality and developmental relatedness: A non-educative perspective. Human Resource Development Review, 4, 250-274.
31.
Elkjaer, B. (2004). Organizational learning. Management Learning, 35, 419-434.
32.
Ellström, P. E. (2001). Integrating learning and work: Problems and prospects. Human Resource Development Quarterly, 12, 421-435.
33.
Entwistle, N. J. (1991). Approaches to learning and perceptions of the learning environment: Introduction of the special issue. Higher Education, 22, 201-204.
34.
Eraut, M. (2000). Non-formal learning, implicit learning and tacit knowledge in professional work. In F. Coffield (Ed.), The necessity of informal learning(pp. 12-31). Bristol, UK: The Policy Press.
35.
Eraut, M., Alderton, J., Cole, G., & Senker, P. (1998). Development of knowledge and skills in employment. East Sussex, UK: University of Sussex.
36.
Ertmer, P. A.,& Newby, T. J. (1996). Approaches to learning and perceptions of the learning environment: Introduction of the special issue. Higher Education, 22, 201-204.
37.
Furnham, A., Jackson, C. J., & Miller, T. (1999). Personality, learning style and work performance. Personality and Individual Differences, 27, 1113-1122.
38.
Gear, J., McIntosch, A.,& Squires, G. (1994). Informal learning in the professions. Hull, UK: School of Education, The University of Hull.
39.
Gerber, R. (1998). How do workers learn in their work?The Learning Organization, 5, 168-175.
40.
Goodman, J. S. (1998). The interactive effects of task and external feedback on practice performance and learning. Organization Behavior and Human Decision Processes, 76, 223-252.
41.
Grasha, A. F. (1983). Learning style: The journey from Greenwich Observatory (1796) to Dalhousie University (1981). Improving College & University Teaching, 32(1), 46-53.
42.
Grigorenko, E. L., & Sternberg, R. J. (1995). Thinking styles. In D. H. Saklofske & M. Zeidner (Eds.), International handbook of personality and intelligence(pp. 205-230). New York: Plenum Press.
43.
Harren, V. A. (1979). A model of career decision making for college students. Journal of Vocational Behavior, 14(2), 119-133.
44.
Hayes, J.,& Allinson, C. W. (1997). Learning styles and training and development in work settings: Lessons from educational research. Educational Psychology, 17, 185-193.
45.
Honey, P., & Mumford, A. (1989). The manual of learning opportunities. Maidenhead, UK: Peter Honey.
46.
Jackson, C. J. (2002). Predicting team performance from a learning process model. Journal of Managerial Psychology, 17(1), 6-13.
47.
Juch, B. (1983). Personal development: Theory and practice in management training. Chichester, UK: Wiley.
48.
Jung, C. G. (1923). Psychological types. London, UK: Kegan Paul.
49.
Karasek, R. A., & Theorell, T. (1990). Healthy work: Stress, productivity and the reconstruction of working life. New York: Basic Books.
50.
Kaufmann, G. (1979). The explorer and the assimilator: A cognitive style distinction. Scandinavian Journal of Educational Research, 23, 101-108.
51.
Keefe, J. W. (1979). Learning style: Anoverview. In National Association of Secondary School Principals (NASSP) (Ed.), Diagnosing and prescribing programs(pp. 1-17). Reston, VA: NASSP.
52.
Kirby, J. R. (1988). Style, strategy, and skill in reading. In R. R. Schmeck (Ed.), Learning strategies and learning styles(pp. 229-274). New York: Plenum Press.
53.
Kluger, A. N., & De Nisi, A. (1996). The effects of feedback interventions on performance: An historical review, a meta-analysis, and a preliminary feedback intervention theory. Psychological Bulletin, 119, 254-284.
54.
Kolb, D. A. (1974). On management and the learning process. In D. A. Kolb, I. M. Rubin, & J. M. McIntyre (Eds.), Organizational psychology: A book of readings(pp. 27-42). Englewood Cliffs, NJ: Prentice Hall.
55.
Kolb, D. A. (1983). Experience, learning, and development: The theory of experiential learning. Boston: McBer.
56.
Kolb, D. A. (1984a). Experiential learning. Experience as the source of learning and development. Englewood Cliffs, NJ: Prentice Hall.
57.
Kolb, D. A. (1984b). Strategic management development: Using experiential learning theory to assess and develop managerial competencies. Paper presented at the World Congress on Management Development, London, UK.
58.
Kolb, D. A. (2000). Facilitator's guide to learning. Boston: Hay/McBer.
59.
Kwakman, C. H. E. (1999). Leren van docenten tijdens de beroepsloopbaan[Teacher learning during the career]. Doctoral dissertation, Nijmegen University, The Netherlands.
60.
London, M. (2003). Antecedents and consequences of self-verification: Implications for individual and group development. Human Resource Development Review, 2, 273-293.
61.
London, M., & Smither, J. W. (2002). Feedback orientation, feedback culture, and the longitudinal performance management process. Human Resource Management Review, 12, 81-100.
62.
Loo, R. (1997). Evaluating change and stability in learning styles: A methodological concern. Educational Psychology, 17, 95-100.
63.
Mainemelis, C., Boyatzis, R. E.,& Kolb, D. A. (2002). Learning styles and adaptive flexibility: Testing experiential learning theory. Management Learning, 33, 5-33.
64.
Martin, L., & Halstead, A. (2001). Learning styles and selection preferences in small firms. In M. Graff, S. Armstrong, A. Francis, J. Hill, S. Rayner, E. Sadler-Smith,& D. Spicer (Eds.), Proceedings of the 6th annual ELSIN conference 2001(pp. 418-429). Glamorgan, UK: University of Glamorgan.
65.
McCauley, C. D., Ruderman, M. N., Ohlott, P. J., & Morrow, J. E. (1994). Assessing the developmental components of managerial jobs. Journal of Applied Psychology, 79, 544-460.
66.
Meijman, T. F., & Mulder, G. (1998). Psychological aspects of workload. In P. J. D. Drenth, H. Thierry,& C. J. Wolff (Eds.), Handbook of work and organizational psychology(2nd ed., Vol. 2, pp. 5-33). Hove, UK: Psychology Press.
67.
Merrill, M. D. (2002). Instructional strategies and learning styles: Which take precedence? In R. Reiser& J. Dempsey (Eds.), Trends and issues in instructional technology(pp. 99-106). Columbus, OH: Prentice Hall.
68.
Messick, S. (1984). The nature of cognitive styles: Problems and promise in educational practice. Educational Psychologist, 19, 59-74.
69.
Meyer, J. H. F.,& Parsons, P. (1989). Approaches to studying and course perceptions using the Lancaster Inventory. A comparative study. Studies in Higher Education, 14(2), 137-153.
70.
Murray, J. A. H., Bradley, H., Craigie, W. A.,& Onions, C. T. (Eds.). (1970). The Oxford English dictionary(3rd ed., Vol. 10). London, UK: Oxford University Press.
71.
Nonaka, I.,& Takeuchi, H. (1995). The knowledge-creating company. Oxford, UK: Oxford University Press.
72.
Onstenk, J. (1997a). Kernproblemen, ICT en didactiek van het beroepsonderwijs[Core problems, ICT and didactics of vocational education] (SCO Report No. 475). Amsterdam, The Netherlands: SCO-Kohnstamm Instituut.
73.
Onstenk, J. (1997b). Lerend leren werken: Brede vakbekwaamheid en de integratie van leren, werken en innoveren[Learning to work in a learning way: Broad occupational competence and the integration of learning, working and innovating] (Doctoral dissertation, Katholieke Universiteit Nijmegen). Delft, The Netherlands: Eburon.
74.
Overton, W. F., & Reese, H. W. (1973). Models of development: Methodological implications. In J. R. Nesselroade & H. W. Reese (Eds.), Life-span developmental psychology(pp. 65-86). New York: Academic Press.
75.
Pervin, L. A. (1968). Performance and satisfaction as a function of individual-environment fit. Psychological Bulletin, 69, 56-68.
76.
Pheiffer, G., Andrew, D., Green, M.,& Holley, D. (2003, July). The value and use of learning styles: A case study. Paper presented at the ELSIN conference, Hull, UK.
77.
Poell, R. F. (1998). Organizing work-related learning projects: A network approach. Doctoral dissertation, Nijmegen University, The Netherlands.
78.
Poell, R. F., Berings, M. G. M. C., & van der Krogt, F. J. (2004, May). Tailoring learning programmes to every-day employee learning: Customisation strategies of HRD practitioners in health care. Paper presented at the European HRD Research Conference, Limerick, Ireland.
79.
Poell, R. F., Chivers, G. E., van der Krogt, F. J., & Wildemeersch, D. A. (2000). Learning-network theory: Organizing the dynamic relationships between learning and work. Management Learning, 31, 25-49.
80.
Poell, R. F., van Dam, K.,& van den Berg, P. T. (2004). Organising learning inwork contexts. Applied Psychology: An International Review, 53, 529-540.
81.
Poell, R. F.,& van Moorsel, M. A. A. H. (1998). The learning network theory: Its contribution to our understanding of work-related learning projects and learning climate. In R. F. Poell & G. E. Chivers (Eds.), Continuing professional development in Europe: Theoretical views, fields of application, and national policies(pp. 27-36). Sheffield, UK: University of Sheffield.
82.
Ramírez, A. I., & Castaneda, A. (1974). Cultural democracy: Bicognitive development and education. New York: Academic Press.
83.
Ramsden, P. (1988). Context and strategy: Situational influences on learning. In R. R. Schmeck (Ed.), Learning strategies and learning styles(pp. 159-184). New York: Plenum Press.
84.
Rayner, R., & Riding, R. (1997). Towards a categorization of cognitive styles and learning styles. Educational Psychology, 17, 5-28.
85.
Reber, A. S. (1993). Implicit learning and tacit knowledge: An essay on the cognitive unconscious. New York: Oxford University Press.
86.
Riding, R. (1991). On the nature of cognitive style. Educational Psychology, 17, 29-49.
87.
Riding, R.,& Cheema, I. (1991). Cognitive styles: An overviewof integration. Educational Psychology, 11(1-2), 193-215.
88.
Riechmann, S. W., & Grasha, A. F. (1974). A rational approach to developing and assessing the validity of a student learning styles instrument. Journal of Psychology, 87(2), 213-223.
89.
Ross, J. (1962). Factor analysis and levels of measurement in psychology. In S. Messick & J. Ross (Eds.), Measurement in personality and cognition(pp. 69-81). New York: Wiley.
90.
Sadler-Smith, E. (1997). “Learning style”: Frameworks and instruments. Educational Psychology, 17, 51-63.
91.
Sadler-Smith, E. (1999). Intuition-analysis cognitive style and learning preferences of business and management students: A UK exploratory study. Journal of Managerial Psychology, 14(1), 26-38.
92.
Sadler-Smith, E. (2001a). A reply to Reynolds's critique of learning style. Management Learning, 32, 291-304.
93.
Sadler-Smith, E. (2001b). The relationship between learning style and cognitive style. Personality and Individual Differences, 30, 609-616.
94.
Salomon, G.,& Perkins, D. N. (1998). Individual and social aspects of learning. Review of Research in Education, 23, 1-24.
95.
Schmeck, R. R. (1988). Strategies and styles of learning: An integration of varied perspectives. In R. R. Schmeck (Ed.), Learning strategies and learning styles(pp. 317-347). New York: Plenum Press.
96.
Schmeck, R. R., Geisler-Brenstein, E.,& Cercy, S. P. (1991). Self-concept and learning: The revised inventory of learning processes. Educational Psychology, 11, 343-362.
97.
Simons, P.R.J. (1997). Ontwikkeling van leercompetenties [Development of learning competences]. Opleiding & Ontwikkeling, 9, 17-20.
98.
Simons, P. R. J. (1999). Leervermogen: Vaardigheden, belemmeringen, ontwikkeling [Learning ability: Skills, obstructions, development]. In P. Schramade (Ed.), Handboek effectief opleiden(Vol. 11.1.1, pp. 1-20). Den Haag, The Netherlands: Delwel.
99.
Simons, P. R. J.,& Ruijters, M. C. P. (2004). Learning professionals: Towards an integrated model. In H. P. A. Boshuizen, R. Bromme, & H. Gruber (Eds.), Professional learning: Gaps and transitions on the way from novice to expert(pp. 207-229). Deventer, The Netherlands: Kluwer Academic.
100.
Simons, P. R. J., van der Linden, J., & Duffy, T. M. (2000). New learning: Three ways to learn in a new balance. In P.R.J. Simons, J. van der Linden, & T. Duffy (Eds.), New learning(pp. 1-20). Dordrecht, The Netherlands: Kluwer Academic.
101.
Skule, S. (2004). Learning conditions atwork: Aframework to understand and assess informal learning in the workplace. International Journal of Training and Development, 8, 8-20.
102.
Smith, W., Sekar, S., & Townsend, K. (2002). The impact of surface and reflective teaching and learning on student academic success. In S. Armstrong, A. Francis, M. Graff, J. Hill, S. Rayner, E. Sadler-Smith, et al. (Eds.), Proceedings of the 7th annual ELSIN conference 2002(pp. 407-418). Ghent, Belgium: Ghent University.
103.
Sternberg, R. J. (1994). Thinking styles: Theory and assessment at the interface between intelligence and personality. In R. J. Sternberg& P. Ruzgis (Eds.), Personality and intelligence(pp. 169-187). New York: Cambridge University Press.
104.
Sternberg, R. J., & Grigorenko, E. L. (1997). Are cognitive styles still in style?American Psychologist, 52(7), 700-712.
105.
Swanson, L. J. (1995). Learning styles: A review of the literature(ERIC Report No. 387067). Washington, DC: Office of Educational Research and Improvement.
106.
van der Krogt, F. J. (1998). Learning network theory: The tension between learning systems and work systems in organizations. Human Resource Development Quarterly, 9, 157-178.
107.
van der Sluis, L .E. C.,& Poell, R. F. (2002). Learning opportunities and learning behavior. Management Learning, 33, 291-311.
108.
van der Sluis-den Dikken, E. C. (2000). Management learning and development: The role of learning opportunities and learning behavior in management development and career success. Rotterdam, The Netherlands: Erasmus Universiteit.
109.
van Dyck, C. (2000). Putting errors to good use: Error management culture in organizations. Doctoral dissertation, Amsterdam, The Netherlands.
110.
van Woerkom, M. (2003). Critical reflection at work: Bridging individual and organizational learning. Doctoral dissertation, Twente University, Enschede, The Netherlands.
111.
Vermunt, J. D. H. M. (1992). Leerstijlen en sturen van leerprocessen in het hoger onderwijs: Naar procesgerichte instructie in zelfstandig denken[Learning styles and directing learning processes in higher education: Toward process-oriented instruction in self-directed thinking] (Doctoral dissertation, Tilburg University). Lisse, The Netherlands: Swets & Zeitlinger.
112.
Vermunt, J. D. H. M.,& Vermetten, Y. J. (2004). Patterns in student learning: Relationships between learning strategies, conceptions of learning, and learning orientations. Educational Psychology Review, 16, 359-384.
113.
Weinstein, C. E., & van Mater Stone, G. (1996). Learning strategies and learning to learn. In E. de Corte& F. E. Weinert (Eds.), International encyclopedia of developmental and instructional psychology(pp. 419-423). Oxford, UK: Elsevier Science.
114.
Wierstra, R. F. A. (2000). Leeromgeving, leerstrategie en leerdeskundigheid: Een nieuw paradigma in het onderzoek naar leerstijlen [Learning environment, learning strategy, and learning expertise]. In K. Stokking, G. Erkens, B. Versloot,& L. Van Wessum (Eds.), Van onderwijs naar leren. Tussen het aanbieden van kennis en het faciliteren van leerprocessen(pp. 157-170). Leuven, Belgium: Garant.
115.
Wierstra, R. F. A., & Beerends, E. P. M. (1996). Leeromgevings-percepties en leerstrategieën van eerstejaars studenten sociale wetenschappen [Learning environment perceptions and learning strategies of freshman social science students]. Tijdschrift voor Onderwijsresearch, 21(4), 306-322.
116.
Witkin, H. A. (1962). Psychological differentiation: Studies of development. New York: Wiley.
117.
Witkin, H. A., Goodenough, D. R.,& Karp, S. A. (1967). Stability of cognitive style from childhood to young adulthood. Journal of Personality and Social Psychology, 7, 291-300.
118.
Witkin, H. A., Moore, C. A., Goodenough, D. R., & Cox, P. W. (1977). Field-dependent and fieldindependent cognitive styles and their educational implications. Review of Educational Research, 47(1), 1-64.
